suicidal dog

Hi all, I know this sounds stupid but I've been having problems with a little random dog coming into my yard and trying to jump in the pool my goldfish are in. I can't keep it out of my yard as it fits through every crack in the fence and gate. I often have random dogs visit and eat the scraps...